ITEM: Improving Training and Evaluation of Message-Passing based GNNs for top-k recommendation.
Yannis KarmimElias RamziRaphaël Fournier-S'niehottaNicolas ThomePublished in: Trans. Mach. Learn. Res. (2024)
Keyphrases
- message passing
- belief propagation
- distributed systems
- shared memory
- user preferences
- factor graphs
- probabilistic inference
- approximate inference
- personalized recommendation
- inference in graphical models
- graphical models
- collaborative filtering
- recommender systems
- sum product algorithm
- sum product
- markov random field
- distributed shared memory
- recommendation systems
- query processing
- junction tree
- lower bound
- ldpc codes
- object recognition